Explicit Group Sparse Projection with Applications to Deep Learning and NMF

Riyasat Ohib, Nicolas Gillis, Niccolò Dalmasso +3

We design a new sparse projection method for a set of vectors that guarantees a desired average sparsity level measured leveraging the popular Hoyer measure (an affine function of…